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Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.


Popular Exploratory Data Analysis Courses and Certifications


  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Introduction to C# Programming and Unity

    Skills you'll gain: Unity Engine, Debugging, Object Oriented Programming (OOP), Object Oriented Design, Video Game Development, C# (Programming Language), Game Design, Computer Programming, Integrated Development Environments, Data Storage, Programming Principles, Development Environment, Scripting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Introduction to Software Development

    Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Object Oriented Programming (OOP), Java Programming, Java, Program Development, Code Reusability, Software Development, Object Oriented Design, Development Environment, Integrated Development Environments, Application Development, Computer Programming, Programming Principles, Software Design, Computational Logic

    4.4
    Rating, 4.4 out of 5 stars
    ·
    387 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Alberta

    Mountains 101

    Skills you'll gain: Hydrology, Physical Science, Biology, Water Resources, Mitigation, Hazard Analysis, Environmental Issue, Environment and Resource Management, Accident Prevention, Social Studies, Climate Change Adaptation, Environmental Science, Risk Management, Life Sciences, Physiology, World History

    4.9
    Rating, 4.9 out of 5 stars
    ·
    2.6K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Indian School of Business

    Trading Basics

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Trading, Balance Sheet, Securities Trading, Income Statement, Financial Analysis, Market Liquidity, Financial Market, Market Dynamics, Cash Flows, Equities, Order Management, Order Entry, Portfolio Management, Return On Investment, Risk Analysis

    4
    Rating, 4 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Project Management Fundamentals

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Project Management, Project Management Office (PMO), Stakeholder Analysis, Project Management Life Cycle, Project Implementation, Project Planning, Process Management, Leadership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    571 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Construction Finance

    Skills you'll gain: Project Finance, Construction Management, Real Estate, Commercial Construction, Cash Flows, Construction, Financial Modeling, Property and Real Estate, Cash Flow Forecasting, Risk Management, Finance, Project Risk Management, Lean Methodologies, Financial Analysis, Capital Budgeting, Financial Planning, Commercial Real Estate, Risk Analysis, Business Mathematics, Strategic Partnership

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Decision Tree Learning, Data Cleansing, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    National Taiwan University

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Data Structures, Transportation Operations, Information Technology, Production Planning, Production Schedule, Operations Management, Business Operations, Inventory Control, Logistics, Computational Logic, Algorithms, Programming Principles, Computer Programming, Python Programming, Decision Making, Development Environment, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    901 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    189 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Mastering the Software Engineering Interview

    Skills you'll gain: Growth Mindedness, Technical Communication, Algorithms, Overcoming Obstacles, Software Engineering, Verbal Communication Skills, Social Skills, Interpersonal Communications, Communication, Problem Solving, Self-Awareness, Collaboration, Complex Problem Solving, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    555 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Preparatory Certificate in Finance and Financial Markets

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Financial Statement Analysis, Annual Reports, Mergers & Acquisitions, Income Statement, Financial Statements, Financial Analysis, Business Valuation, Banking Services, Credit Risk, Loans, Capital Expenditure, Corporate Finance, Banking, Accounting, Capital Markets, Enterprise Risk Management (ERM), Balance Sheet, Financial Trading, Wealth Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    747 reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular exploratory data analysis courses

  • Advanced Recommender Systems: 28DIGITAL
  • Introduction to C# Programming and Unity: University of Colorado System
  • Introduction to Software Development: Amazon
  • Mountains 101: University of Alberta
  • Trading Basics: Indian School of Business
  • Project Management Fundamentals: Microsoft
  • Construction Finance: Columbia University
  • TensorFlow Prediction: Identify Penguin Species: Coursera
  • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
  • Trees and Graphs: Basics: University of Colorado Boulder

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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